The code repo of Jingwei, reconstructing global ocean oxygen changes with hybrid graph learning.

Keras Attention Layer (Luong and Bahdanau scores).

A PyTorch implementation of the Geographically Neural Network Weighted Regression (GNNWR)

Partial convolution GAN for the global oceanic data assimilation

Spatial regression graph convolutional neural networks: Spatial regression analysis conducted in the manner of graph convolutional neural network. Two versions of SRGCNN model are provided in the i…

Geographically weighted Random Forest Classification (code repository of PLOS ONE publication)

这是一个可以让中国地图画起来更丝滑的python扩展包

user defined colormaps in matplotlib.

The code is for the paper "Ma et al. A Two-Stage Integrated Method for Early Prediction of Remaining Useful Life of Lithium-ion Batteries"

RBM/DBN implementation with tensorflow attempt project

My Data Competition Solutions

Deep learning for multi-year ENSO forecasts Reproduction

Graph Convolutional Networks in PyTorch

Simple python function to run Mann-Kendall Test for Trend

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

Contains data and resources that are useful for all chapters of RECCAP2-ocean

Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic

Official implementation of Earthformer

Multi-layer convolutional LSTM with Pytorch

Ocean Successive Orders with Atmosphere - Advanced (OSOAA) : Accurate computation of the radiative tranfer into the Ocean-Atmosphere system including polarisation, coupling terms, and the agitated …

A toolbox to iNNvestigate neural networks' predictions!

A list of all named GANs!

AI Challenger 2018 Weather Forecasting - 1st Place Solution

ConvLSTM/ConvGRU (Encoder-Decoder) with PyTorch on Moving-MNIST

Automatically Generated Notebook Slides

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。